{"id":"W3014980880","doi":"","title":"NBV - Nieuws Apimondia 8-12 september 2019 Montreal","year":2020,"lang":"nl","type":"article","venue":"Socio-Environmental Systems Modeling","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003138775,0.0007964344,0.0008922552,0.00001749752,0.001097684,0.0005540755,0.000778962,0.0006010029,0.002477936],"category_scores_gemma":[0.00005038569,0.0003591776,0.0006514397,0.000251969,0.0002809403,0.0006891701,0.0005803217,0.0008632634,0.008916658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004306008,"about_ca_system_score_gemma":0.00002255435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812796,"about_ca_topic_score_gemma":0.00004138289,"domain_scores_codex":[0.9942012,0.0004820947,0.00108038,0.001336605,0.001406083,0.001493607],"domain_scores_gemma":[0.9981605,0.0001383897,0.0002729232,0.0001829705,0.00004768444,0.001197508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006169021,0.001257447,0.1432102,0.0006352277,0.001209434,0.0003551004,0.01005385,0.04723008,0.6432015,0.0002289739,0.1236411,0.02836006],"study_design_scores_gemma":[0.00351379,0.002892219,0.03486324,0.0007931339,0.0007061384,0.0001090984,0.4336491,0.440672,0.0003552788,0.0002076323,0.07662531,0.005612988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814562,0.006950604,0.00003819987,0.005265928,0.0005727906,0.001350086,0.0006585859,0.0001601347,0.003547495],"genre_scores_gemma":[0.9792213,0.0017961,0.00001975789,0.0006702985,0.002761704,0.00007176102,0.0005876066,0.00001712235,0.01485435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6428463,"threshold_uncertainty_score":0.999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290976914069428,"score_gpt":0.2372348844792605,"score_spread":0.1943251153385662,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}